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So A. The Data Science Workshop 2020
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So A. The Data Science Workshop 2020
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bc0691bdce39ac76c97655d83cc38059acdc786f
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2025-09-25
最近下载：
2025-10-21
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文件列表
Data [Code Files]/Chapter09/Dataset/KDDCup99.csv
74.4 MB
Data [Code Files]/Chapter12/Dataset/trans.csv
69.4 MB
Data [Code Files]/Chapter04/Dataset/Consumer_Complaints.csv
50.9 MB
Data [Code Files]/Chapter12/Dataset/Consumer_Complaints.csv
50.9 MB
Data [Code Files]/Chapter04/Dataset/phpB0xrNj.csv
31.5 MB
Data [Code Files]/Chapter10/Exercise10.04/Exercise10_04.ipynb
24.0 MB
Data [Code Files]/Chapter07/Dataset/superconduct/train.csv
23.9 MB
Data [Code Files]/Chapter10/dataset/Online Retail.xlsx
23.7 MB
Data [Code Files]/Chapter12/Dataset/Online Retail.xlsx
23.7 MB
So A. The Data Science Workshop 2020.djvu
18.5 MB
Data [Code Files]/Chapter09/Dataset/energydata_complete.csv
12.0 MB
Data [Code Files]/Chapter14/Dataset/ad.data
10.3 MB
Data [Code Files]/Chapter10/Activity10.1/Activity10_1.ipynb
9.7 MB
Data [Code Files]/Chapter12/Dataset/taxstats2016individual06taxablestatusstateterritorypostcodetaxableincome (2).xlsx
8.6 MB
Data [Code Files]/Chapter01/Dataset/AB_NYC_2019.csv
7.1 MB
Data [Code Files]/Chapter06/Dataset/bank-additional-full.csv
5.8 MB
Data [Code Files]/Chapter18/Dataset/phpMawTba.csv
5.3 MB
Data [Code Files]/Chapter17/bank-full.csv
4.6 MB
Data [Code Files]/Chapter13/Dataset/bank-full.csv
4.6 MB
Data [Code Files]/Chapter17/Datasets/bank-full.csv
4.6 MB
Data [Code Files]/Chapter03/bank-full.csv
4.6 MB
Data [Code Files]/Activity_Solutions/B15019_Solution_Final.pdf
4.4 MB
Data [Code Files]/Chapter07/Dataset/superconduct/unique_m.csv
4.3 MB
Data [Code Files]/Chapter09/Exercise9.05/Exercise9_05.ipynb
4.0 MB
Data [Code Files]/Chapter11/dataset/Speed_Dating_Data.csv
4.0 MB
Data [Code Files]/Chapter17/adult.csv
3.4 MB
Data [Code Files]/Chapter17/Datasets/adult.csv
3.4 MB
Data [Code Files]/Chapter09/Dataset/phpYYZ4Qc.csv
2.5 MB
Data [Code Files]/Chapter11/dataset/officers.csv
2.3 MB
Data [Code Files]/Chapter09/Activity9.01/Activity9_1.ipynb
2.0 MB
Data [Code Files]/Chapter04/Dataset/activity.csv
1.6 MB
Data [Code Files]/Chapter05/Exercise5.04/Exercise5_04.ipynb
1.1 MB
Data [Code Files]/Chapter14/Activity14.02/Activity14.02.ipynb
748.5 kB
Data [Code Files]/Chapter14/Exercise14.02/Chapter_14_Exercise_14_02_Backward_Feature_Elimination_v1.ipynb
732.4 kB
Data [Code Files]/Chapter01/Dataset/dataset_44_spambase.csv
699.4 kB
Data [Code Files]/Chapter05/Exercise5.06/Exercise5_6.ipynb
676.7 kB
Data [Code Files]/Chapter06/Dataset/bank-additional.csv
583.9 kB
Data [Code Files]/Graphics/Chapter02/Figure 2.16.png
560.4 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.10.png
522.2 kB
Data [Code Files]/Chapter10/dataset/ames_iowa_housing.csv
460.7 kB
Data [Code Files]/Chapter12/Dataset/ames_iowa_housing.csv
460.7 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.34.png
451.1 kB
Data [Code Files]/Graphics/Activity Solution/B15019_16_28.png
434.4 kB
Data [Code Files]/Chapter13/Dataset/churn.csv
376.0 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.06.png
373.9 kB
Data [Code Files]/Chapter08/Dataset/agaricus-lepiota.data
373.7 kB
Data [Code Files]/Chapter12/Dataset/churn.csv
371.0 kB
Data [Code Files]/Chapter10/dataset/churn.csv
371.0 kB
Data [Code Files]/Chapter05/DataSet/taxstats2015.csv
368.6 kB
Data [Code Files]/Chapter12/Dataset/taxstats2015.csv
368.6 kB
Data [Code Files]/Chapter05/Activity5.01/Activity5_1.ipynb
342.8 kB
Data [Code Files]/Graphics/Chapter06/Figure 6.02.png
340.4 kB
Data [Code Files]/Chapter05/Exercise5.03/Exercise5_3.ipynb
333.8 kB
Data [Code Files]/Chapter05/Exercise5.02/Exercise5_2.ipynb
329.4 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.06.png
326.5 kB
Data [Code Files]/Chapter07/Dataset/ccpp.csv
318.3 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.19.png
285.6 kB
Data [Code Files]/Chapter12/Dataset/order.csv
273.8 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.07.png
268.2 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.07.png
265.4 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.20.png
264.3 kB
Data [Code Files]/Graphics/Chapter08/Figure_08.08.png
261.6 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.01.png
261.0 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.03.png
246.7 kB
Data [Code Files]/Graphics/Activity Solution/Figure 9.46.png
245.1 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.55.png
241.6 kB
Data [Code Files]/Graphics/Chapter01/Figure 1.30.png
240.5 kB
Data [Code Files]/Graphics/Chapter08/Figure_08.03.png
238.0 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.09.png
233.0 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.32.png
219.8 kB
Data [Code Files]/Graphics/Activity Solution/Figure 7.81.png
218.1 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.39.png
217.1 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.27.png
215.8 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.02.png
213.6 kB
Data [Code Files]/Chapter02/All_Code/Chapter_2_Regression.ipynb
213.0 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.03.png
210.9 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.01.png
208.6 kB
Data [Code Files]/Graphics/Chapter02/Figure 2.18.png
204.4 kB
Data [Code Files]/Graphics/Activity Solution/Figure 7.84.png
202.1 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.05.png
201.4 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.31.png
197.0 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.10.png
193.8 kB
Data [Code Files]/Graphics/Activity Solution/Figure 7.88.png
192.0 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.05.png
181.0 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.08.png
173.4 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.28.png
171.8 kB
Data [Code Files]/Graphics/Chapter08/Figure_08.07.png
166.5 kB
Data [Code Files]/Graphics/Chapter16/Figure 16.05.png
166.1 kB
Data [Code Files]/Graphics/Chapter02/Figure 2.15.png
165.8 kB
Data [Code Files]/Graphics/Activity Solution/Figure 6.47.png
164.9 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.11.png
164.9 kB
Data [Code Files]/Graphics/Activity Solution/Figure 6.49.png
164.5 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.07.png
164.4 kB
Data [Code Files]/Graphics/Activity Solution/Figure 9.51.png
162.1 kB
Data [Code Files]/Chapter04/Activity4.01/Activity4_1.ipynb
161.8 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.01.png
161.0 kB
Data [Code Files]/Chapter12/Dataset/account.csv
155.4 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.40.png
153.8 kB
Data [Code Files]/Graphics/Activity Solution/B15019_18_49.png
151.6 kB
Data [Code Files]/Graphics/Chapter15/Figure 15.01.png
148.6 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.73.png
146.8 kB
Data [Code Files]/Graphics/Chapter18/Figure 18.36.png
146.4 kB
Data [Code Files]/Graphics/Chapter18/Figure 18.34.png
146.3 kB
Data [Code Files]/Graphics/Chapter01/Figure 1.28.png
145.2 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.13.png
144.4 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.68.png
143.0 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.03.png
142.8 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.41.png
142.0 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.51.png
140.7 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.34.png
140.4 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.56.png
140.0 kB
Data [Code Files]/Chapter14/Exercise14.01/Chapter_14_Exercise_14_01_v1.ipynb
139.6 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.14.png
132.7 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.41.png
132.4 kB
Data [Code Files]/Graphics/Chapter08/Figure_08.27.png
129.7 kB
Data [Code Files]/Chapter12/Dataset/disp.csv
129.7 kB
Data [Code Files]/Graphics/Chapter04/Figure 4.09.png
129.3 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.24.png
129.1 kB
Data [Code Files]/Graphics/Chapter04/Figure 4.08.png
128.7 kB
Data [Code Files]/Graphics/Activity Solution/Figure 5.59.png
127.0 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.16.png
126.6 kB
Data [Code Files]/Graphics/Chapter15/Figure 15.25.PNG
124.7 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.59.png
124.6 kB
Data [Code Files]/Graphics/Chapter02/Figure 2.11.png
124.0 kB
Data [Code Files]/Graphics/Chapter01/Figure 1.34.png
123.8 kB
Data [Code Files]/Graphics/Chapter01/Figure 1.33.png
123.8 kB
Data [Code Files]/Graphics/Chapter01/Figure 1.36.png
123.7 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.10.png
122.6 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.25.png
121.0 kB
Data [Code Files]/Graphics/Activity Solution/Figure 6.52.png
120.9 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.17.png
119.9 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.39.png
119.8 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.80.png
119.7 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.17.png
119.5 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.04.png
117.5 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.30.png
117.2 kB
Data [Code Files]/Graphics/Chapter08/Figure_08.05.png
116.2 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.22.png
115.7 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.17.png
115.0 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.25.png
114.0 kB
Data [Code Files]/Chapter13/Chapter_13_Unbalanced_Data_sets_v1.0.ipynb
114.0 kB
Data [Code Files]/Chapter02/Exercise2.01/Exercise2_01.ipynb
111.3 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.54.png
106.6 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.22.png
106.4 kB
Data [Code Files]/Chapter08/Examples/classify-mushrooms.ipynb
106.2 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.30.png
106.0 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.53.png
105.9 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.31.png
105.6 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.36.png
105.6 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.29.png
104.8 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.35.PNG
104.1 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.44.png
103.8 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.61.png
103.8 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.36.png
103.0 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.10.png
102.4 kB
Data [Code Files]/Chapter05/DataSet/german.data-numeric
102.0 kB
Data [Code Files]/Graphics/Chapter03/Figure 3.10.png
101.6 kB
Data [Code Files]/Graphics/Chapter18/Figure 18.25.png
100.7 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.15.png
99.6 kB
Data [Code Files]/Graphics/Chapter15/Figure 15.30.png
99.2 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.14.png
99.2 kB
Data [Code Files]/Graphics/Chapter02/Figure 2.10.png
98.5 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.78.png
98.3 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.18.png
98.1 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.29.png
98.0 kB
Data [Code Files]/Graphics/Activity Solution/Figure 6.48.png
95.3 kB
Data [Code Files]/Chapter12/Dataset/client.csv
94.8 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.13.PNG
94.2 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.63.png
93.5 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.47.png
93.3 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.13.png
93.3 kB
Data [Code Files]/Graphics/Chapter07/Figure 7.17.png
93.2 kB
Data [Code Files]/Chapter13/Exercise13.02/Exercise_13_02_Logistic_Regression_Model_with_Random_Under_sampling_v1_0.ipynb
92.9 kB
Data [Code Files]/Graphics/Chapter05/Figure 5.26.png
92.0 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.26.png
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Data [Code Files]/Graphics/Chapter11/Figure 11.38.png
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Data [Code Files]/Graphics/Chapter04/Figure 4.11.png
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Data [Code Files]/Graphics/Chapter03/Figure 3.08.PNG
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Data [Code Files]/Graphics/Chapter10/Figure 10.18.png
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Data [Code Files]/Graphics/Chapter07/Figure 7.18.png
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Data [Code Files]/Graphics/Chapter05/Figure 5.23.png
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Data [Code Files]/Graphics/Chapter18/Figure 18.43.png
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Data [Code Files]/Graphics/Chapter12/Figure 12.14.png
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Data [Code Files]/Graphics/Chapter11/Figure 11.06.png
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Data [Code Files]/Graphics/Activity Solution/Figure 4.45.png
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Data [Code Files]/Graphics/Chapter08/Figure_08.25.png
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Data [Code Files]/Graphics/Chapter10/Figure 10.26.png
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Data [Code Files]/Pipfile.lock
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Data [Code Files]/Graphics/Activity Solution/Figure 6.51.png
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Data [Code Files]/Graphics/Chapter05/Figure 5.11.png
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Data [Code Files]/Graphics/Chapter12/Figure 12.55.png
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Data [Code Files]/Graphics/Chapter08/Figure_08.10.png
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Data [Code Files]/Chapter17/Exercise17.02/Exercise_17_02_Feature_Engineering_with_Feature_tools.ipynb
83.5 kB
Data [Code Files]/Graphics/Chapter10/Figure 10.38.png
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Data [Code Files]/Graphics/Chapter09/Figure 9.11.png
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Data [Code Files]/Graphics/Chapter07/Figure 7.57.png
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Data [Code Files]/Graphics/Activity Solution/Figure 9.44.PNG
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Data [Code Files]/Graphics/Chapter02/Figure 2.03.png
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Data [Code Files]/Graphics/Chapter09/Figure 9.09.png
80.6 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.46.png
80.2 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.54.png
79.5 kB
Data [Code Files]/Graphics/Chapter09/Figure 9.20.png
79.1 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.66.png
78.7 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.53.png
78.7 kB
Data [Code Files]/Graphics/Chapter12/Figure 12.54.png
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Data [Code Files]/Graphics/Chapter07/Figure 7.74.png
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Data [Code Files]/Graphics/Chapter14/Figure 14.14.PNG
78.0 kB
Data [Code Files]/Graphics/Chapter11/Figure 11.24.png
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Data [Code Files]/Graphics/Chapter12/Figure 12.15.png
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Data [Code Files]/Graphics/Chapter01/Figure 1.01.png
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Data [Code Files]/Graphics/Chapter12/Figure 12.16.png
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Data [Code Files]/Graphics/Chapter09/Figure 9.40.PNG
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Data [Code Files]/Chapter13/Activity13.01/Activity_13_01_Comparison_of_all_methods_v2_0.ipynb
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